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AI · Finance · Strategy

Bryan

I build research and analytical platforms that help executives, investors, and operators understand how AI is restructuring work, industries, and enterprise value creation. From workforce disruption modeling across 387 occupations to financial benchmarking tools that turn raw company data into board-ready analysis — this is applied AI intelligence for decision-makers.

This site is home to the research, analysis, and interactive platforms I've built — spanning AI workforce impact, sector-level investment research, and financial analytics tooling.

Research
387
Occupations
5,823
Tasks Analyzed
6
Verticals
Analytics
100+
Public Companies
39
Fundraises
17
M&A Transactions
// Research

AI Impact Research

Original analysis of how AI is reshaping labor markets, professional services, and entire industry verticals — built for decision-makers allocating capital and talent.

AI Impact on Labor & Industry
Thesis Open
Anatomy of Work
The foundational thesis — how AI decomposes, augments, and restructures professional work across six industry verticals. A framework for understanding task-level automation through org-level transformation.
Read Thesis
Interactive Explorer Password
Workforce Intelligence
Which roles face the highest AI exposure — and which don't? Interactive analysis of disruption risk across 387 occupations and 5,823 tasks with automation scores, wage impact projections, and workforce transition timelines built on Anthropic Economic Index data.
Explore Analysis
Sector Map Password
AI Sector Analysis
Where is real value accruing in AI? Full-stack mapping of the value chain — infrastructure, foundation models, and application layer — with TAM sizing, competitive moats, and capital allocation signals.
Explore Analysis
Industry Deep Dives
Industry Analysis Password
Consumer AI
Who's winning the consumer AI race? Product-level analysis of adoption curves, retention dynamics, and monetization models across productivity, creative, and conversational AI categories.
Explore Analysis
Industry Analysis Coming Soon
Healthcare AI
AI across clinical decision support, revenue cycle automation, and drug discovery — with regulatory roadmaps, payer dynamics, and market opportunity sizing across the care continuum.
In Development
// Analytics

Platforms

Interactive tools that turn raw financial data into actionable intelligence — from uploading your own company metrics for instant benchmarking to tracking public market comps across software, AI, and services.

Platform
Public Markets Password
Beacon Analytics
How does your company stack up? Sortable comps for 100+ software, AI, services, and holding companies — growth rates, margin profiles, valuation multiples, and Rule of 40 benchmarks in a single real-time view.
Launch Platform
Private Company Password
Fin Analytics
Upload your financials and get an instant board-ready analysis — monthly cohort retention, CAC payback, LTV/CAC, burn multiple, and automated benchmarks against 2025 SaaS industry medians. No setup required.
Launch Platform
Deal Flow Open
Comp Analytics
Track the deal market — 39 fundraises and 17 M&A transactions with deal multiples, strategic vs. financial buyer profiles, and sector-level capital flow trends across technology and services.
Launch Platform